Abstract
This paper analyzes performance of optimal channel estimation and multiuser detection (MUD) in a block-fading code-division multiple-access (CDMA) channel on the assumptions of random spreading and large-system limit, by using the replica method developed in statistical mechanics. The authors find that the asymptotic spectral efficiency of the linear minimum mean-squared error (LMMSE) MUD which was proposed and analyzed by Evans and Tse in 2000 is indistinguishable from that of the optimal MUD for small system loads. Our results imply that performance of MUD scarcely improves even if one spends more computational cost than that of the LMMSE MUD, i. e., at most the cube of the number of users, on the above-described conditions.
| Original language | English |
|---|---|
| Pages (from-to) | 22-34 |
| Journal | Journal of Systems Science and Complexity |
| Volume | 23 |
| Issue number | 1 |
| DOIs | |
| Publication status | Published - 1 Feb 2010 |
| MoE publication type | A1 Journal article-refereed |
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Keywords
- Channel estimation
- Code-division multiple-access (CDMA) systems
- Multiuser detection
- Replica method
- Spectral efficiency
Cite this
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Performance analysis of optimal channel estimation and multiuser detection in a randomly-spread CDMA channel. / Takeuchi, Keigo (Corresponding Author); Vehkaperä, Mikko; Tanaka, Toshiyuki; Müller, Ralf R.
In: Journal of Systems Science and Complexity, Vol. 23, No. 1, 01.02.2010, p. 22-34.Research output: Contribution to journal › Article › Scientific › peer-review
TY - JOUR
T1 - Performance analysis of optimal channel estimation and multiuser detection in a randomly-spread CDMA channel
AU - Takeuchi, Keigo
AU - Vehkaperä, Mikko
AU - Tanaka, Toshiyuki
AU - Müller, Ralf R.
PY - 2010/2/1
Y1 - 2010/2/1
N2 - This paper analyzes performance of optimal channel estimation and multiuser detection (MUD) in a block-fading code-division multiple-access (CDMA) channel on the assumptions of random spreading and large-system limit, by using the replica method developed in statistical mechanics. The authors find that the asymptotic spectral efficiency of the linear minimum mean-squared error (LMMSE) MUD which was proposed and analyzed by Evans and Tse in 2000 is indistinguishable from that of the optimal MUD for small system loads. Our results imply that performance of MUD scarcely improves even if one spends more computational cost than that of the LMMSE MUD, i. e., at most the cube of the number of users, on the above-described conditions.
AB - This paper analyzes performance of optimal channel estimation and multiuser detection (MUD) in a block-fading code-division multiple-access (CDMA) channel on the assumptions of random spreading and large-system limit, by using the replica method developed in statistical mechanics. The authors find that the asymptotic spectral efficiency of the linear minimum mean-squared error (LMMSE) MUD which was proposed and analyzed by Evans and Tse in 2000 is indistinguishable from that of the optimal MUD for small system loads. Our results imply that performance of MUD scarcely improves even if one spends more computational cost than that of the LMMSE MUD, i. e., at most the cube of the number of users, on the above-described conditions.
KW - Channel estimation
KW - Code-division multiple-access (CDMA) systems
KW - Multiuser detection
KW - Replica method
KW - Spectral efficiency
UR - http://www.scopus.com/inward/record.url?scp=77249133575&partnerID=8YFLogxK
U2 - 10.1007/s11424-010-9278-z
DO - 10.1007/s11424-010-9278-z
M3 - Article
AN - SCOPUS:77249133575
VL - 23
SP - 22
EP - 34
JO - Journal of Systems Science and Complexity
JF - Journal of Systems Science and Complexity
SN - 1009-6124
IS - 1
ER -